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What does experimental study design help with medically?
helps with diagnosis, screening, prevention and therapeutics.
Type I error
believing an effect exists when it doesn’t
Type II error
failing to detect effect when it actually does exist
Types of quantitative experimental study designs
Randomised control trial, field trials, community trials
Types of quantitative observational studies
Descriptive: ecological, case study
Analytical: cross-sectional, cohort study, case-control study
Ecological
measures relationship between the exposures and outcomes in a population
Fast, cheap and easy
Able to generate a hypothesis
Has confounding factors
Ecological fallacy - applying the population data to every individual (misrepresentation)
Case study
detailed report on one individual and can be series of them
provides deep understanding
real world context
selection bias
confounding factors
Cross-sectional study
measures relationship between exposure and outcomes of individuals
prevalence found
provides hypothesis and understanding
Results may differ when comparing to each other
associations are to be interpreted carefully due to differences
Cohort study
a study that tracks exposed groups to see any correlations
good for investigating rare exposures
good for observing sequential events
expensive and time consuming